Aviation Data

Dataset statistics

Number of variables	31
Number of observations	79293
Missing cells	556115
Missing cells (%)	22.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	18.8 MiB
Average record size in memory	248.0 B

Variable types

Categorical	23
Numeric	7
Boolean	1

Warnings

`Event.Id` has a high cardinality: 78143 distinct values	High cardinality
`Accident.Number` has a high cardinality: 79293 distinct values	High cardinality
`Event.Date` has a high cardinality: 12638 distinct values	High cardinality
`Location` has a high cardinality: 25264 distinct values	High cardinality
`Country` has a high cardinality: 177 distinct values	High cardinality
`Airport.Code` has a high cardinality: 9630 distinct values	High cardinality
`Airport.Name` has a high cardinality: 22760 distinct values	High cardinality
`Injury.Severity` has a high cardinality: 124 distinct values	High cardinality
`Registration.Number` has a high cardinality: 68960 distinct values	High cardinality
`Make` has a high cardinality: 7475 distinct values	High cardinality
`Model` has a high cardinality: 11330 distinct values	High cardinality
`Air.Carrier` has a high cardinality: 2866 distinct values	High cardinality
`Publication.Date` has a high cardinality: 3591 distinct values	High cardinality
`Engine.Type` is highly correlated with `Aircraft.Category` and 5 other fields	High correlation
`Aircraft.Category` is highly correlated with `Engine.Type` and 1 other fields	High correlation
`Total.Uninjured` is highly correlated with `Investigation.Type` and 2 other fields	High correlation
`Aircraft.Damage` is highly correlated with `Broad.Phase.of.Flight` and 3 other fields	High correlation
`Latitude` is highly correlated with `Report.Status` and 2 other fields	High correlation
`Broad.Phase.of.Flight` is highly correlated with `Aircraft.Damage` and 1 other fields	High correlation
`Total.Serious.Injuries` is highly correlated with `Total.Fatal.Injuries` and 1 other fields	High correlation
`Report.Status` is highly correlated with `Latitude` and 2 other fields	High correlation
`Total.Fatal.Injuries` is highly correlated with `Total.Serious.Injuries`	High correlation
`Investigation.Type` is highly correlated with `Engine.Type` and 4 other fields	High correlation
`FAR.Description` is highly correlated with `Engine.Type` and 10 other fields	High correlation
`Longitude` is highly correlated with `Latitude` and 2 other fields	High correlation
`Purpose.of.Flight` is highly correlated with `Engine.Type` and 2 other fields	High correlation
`Total.Minor.Injuries` is highly correlated with `Total.Serious.Injuries`	High correlation
`Number.of.Engines` is highly correlated with `Engine.Type` and 3 other fields	High correlation
`Schedule` is highly correlated with `Engine.Type` and 6 other fields	High correlation
`Engine.Type` is highly correlated with `Schedule`	High correlation
`Report.Status` is highly correlated with `FAR.Description`	High correlation
`Investigation.Type` is highly correlated with `FAR.Description` and 2 other fields	High correlation
`FAR.Description` is highly correlated with `Report.Status` and 2 other fields	High correlation
`Purpose.of.Flight` is highly correlated with `Schedule`	High correlation
`Schedule` is highly correlated with `Engine.Type` and 3 other fields	High correlation
`Aircraft.Damage` is highly correlated with `Investigation.Type`	High correlation
`Latitude` has 53542 (67.5%) missing values	Missing
`Longitude` has 53551 (67.5%) missing values	Missing
`Airport.Code` has 34630 (43.7%) missing values	Missing
`Airport.Name` has 31857 (40.2%) missing values	Missing
`Aircraft.Damage` has 2410 (3.0%) missing values	Missing
`Aircraft.Category` has 56816 (71.7%) missing values	Missing
`Registration.Number` has 3084 (3.9%) missing values	Missing
`Number.of.Engines` has 4118 (5.2%) missing values	Missing
`Engine.Type` has 3374 (4.3%) missing values	Missing
`FAR.Description` has 56959 (71.8%) missing values	Missing
`Schedule` has 67792 (85.5%) missing values	Missing
`Purpose.of.Flight` has 3894 (4.9%) missing values	Missing
`Air.Carrier` has 75375 (95.1%) missing values	Missing
`Total.Fatal.Injuries` has 23309 (29.4%) missing values	Missing
`Total.Serious.Injuries` has 25551 (32.2%) missing values	Missing
`Total.Minor.Injuries` has 24460 (30.8%) missing values	Missing
`Total.Uninjured` has 12344 (15.6%) missing values	Missing
`Weather.Condition` has 2157 (2.7%) missing values	Missing
`Broad.Phase.of.Flight` has 6054 (7.6%) missing values	Missing
`Publication.Date` has 13474 (17.0%) missing values	Missing
`Total.Fatal.Injuries` is highly skewed (γ1 = 29.51903889)	Skewed
`Total.Serious.Injuries` is highly skewed (γ1 = 37.45361961)	Skewed
`Total.Minor.Injuries` is highly skewed (γ1 = 66.84890696)	Skewed
`Event.Id` is uniformly distributed	Uniform
`Accident.Number` is uniformly distributed	Uniform
`Accident.Number` has unique values	Unique
`Number.of.Engines` has 1143 (1.4%) zeros	Zeros
`Total.Fatal.Injuries` has 40092 (50.6%) zeros	Zeros
`Total.Serious.Injuries` has 42660 (53.8%) zeros	Zeros
`Total.Minor.Injuries` has 40064 (50.5%) zeros	Zeros
`Total.Uninjured` has 19126 (24.1%) zeros	Zeros

Reproduction

Analysis started	2021-09-06 20:01:23.497037
Analysis finished	2021-09-06 20:01:43.073386
Duration	19.58 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

Event.Id
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	78143
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Memory size	619.6 KiB

20001214X45071	3
20101022X34140	3
20100204X45658	3
20001212X19172	3
20001212X20092	2
Other values (78138)	79279

Length

Max length	15
Median length	15
Mean length	15
Min length	15

Characters and Unicode

Total characters	1189395
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	76997 ?
Unique (%)	97.1%

Sample

1st row	20170103X43747
2nd row	20161230X55950
3rd row	20161229X93022
4th row	20161227X80237
5th row	20161226X80840

Common Values

Value	Count	Frequency (%)
20001214X45071	3	< 0.1%
20101022X34140	3	< 0.1%
20100204X45658	3	< 0.1%
20001212X19172	3	< 0.1%
20001212X20092	2	< 0.1%
20001211X09748	2	< 0.1%
20001213X27739	2	< 0.1%
20001205X00455	2	< 0.1%
20080826X01320	2	< 0.1%
20001208X08229	2	< 0.1%
Other values (78133)	79269	> 99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
20100204x45658	3	< 0.1%
20001212x19172	3	< 0.1%
20001214x45071	3	< 0.1%
20101022x34140	3	< 0.1%
20070518x00587	2	< 0.1%
20001211x14769	2	< 0.1%
20010821x01739	2	< 0.1%
20001214x39832	2	< 0.1%
20040714x00969	2	< 0.1%
20001213x33489	2	< 0.1%
Other values (78133)	79269	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
0	317120	26.7%
2	202726	17.0%
1	183765	15.5%
X	79293	6.7%
	79293	6.7%
3	65991	5.5%
4	59066	5.0%
5	42996	3.6%
7	41448	3.5%
8	40161	3.4%
Other values (2)	77536	6.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1030809	86.7%
Uppercase Letter	79293	6.7%
Space Separator	79293	6.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	317120	30.8%
2	202726	19.7%
1	183765	17.8%
3	65991	6.4%
4	59066	5.7%
5	42996	4.2%
7	41448	4.0%
8	40161	3.9%
6	39035	3.8%
9	38501	3.7%

Uppercase Letter

Value	Count	Frequency (%)
X	79293	100.0%

Space Separator

Value	Count	Frequency (%)
	79293	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1110102	93.3%
Latin	79293	6.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	317120	28.6%
2	202726	18.3%
1	183765	16.6%
	79293	7.1%
3	65991	5.9%
4	59066	5.3%
5	42996	3.9%
7	41448	3.7%
8	40161	3.6%
6	39035	3.5%

Latin

Value	Count	Frequency (%)
X	79293	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1189395	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	317120	26.7%
2	202726	17.0%
1	183765	15.5%
X	79293	6.7%
	79293	6.7%
3	65991	5.5%
4	59066	5.0%
5	42996	3.6%
7	41448	3.5%
8	40161	3.4%
Other values (2)	77536	6.5%

Investigation.Type
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	619.6 KiB

Accident	76118
Incident	3175

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	634344
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Accident
2nd row	Accident
3rd row	Accident
4th row	Accident
5th row	Accident

Common Values

Value	Count	Frequency (%)
Accident	76118	96.0%
Incident	3175	4.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
accident	76118	96.0%
incident	3175	4.0%

Most occurring characters

Value	Count	Frequency (%)
c	155411	24.5%
n	82468	13.0%
i	79293	12.5%
d	79293	12.5%
e	79293	12.5%
t	79293	12.5%
A	76118	12.0%
I	3175	0.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	555051	87.5%
Uppercase Letter	79293	12.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
c	155411	28.0%
n	82468	14.9%
i	79293	14.3%
d	79293	14.3%
e	79293	14.3%
t	79293	14.3%

Uppercase Letter

Value	Count	Frequency (%)
A	76118	96.0%
I	3175	4.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	634344	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
c	155411	24.5%
n	82468	13.0%
i	79293	12.5%
d	79293	12.5%
e	79293	12.5%
t	79293	12.5%
A	76118	12.0%
I	3175	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	634344	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
c	155411	24.5%
n	82468	13.0%
i	79293	12.5%
d	79293	12.5%
e	79293	12.5%
t	79293	12.5%
A	76118	12.0%
I	3175	0.5%

Accident.Number
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	79293
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	619.6 KiB

MIA88LA098	1
NYC94LA060	1
DFW08FA218	1
MIA90FA017	1
NYC05LA081	1
Other values (79288)	79288

Length

Max length	11
Median length	10
Mean length	10.02896851
Min length	9

Characters and Unicode

Total characters	795227
Distinct characters	37
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	79293 ?
Unique (%)	100.0%

Sample

1st row	WPR17LA046
2nd row	WPR17FA044
3rd row	CEN17LA062
4th row	CEN17LA061
5th row	WPR17FA041

Common Values

Value	Count	Frequency (%)
MIA88LA098	1	< 0.1%
NYC94LA060	1	< 0.1%
DFW08FA218	1	< 0.1%
MIA90FA017	1	< 0.1%
NYC05LA081	1	< 0.1%
DEN83LA068	1	< 0.1%
MIA03CA091	1	< 0.1%
ANC88LA146	1	< 0.1%
CHI99FA053	1	< 0.1%
FTW03LA092	1	< 0.1%
Other values (79283)	79283	> 99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
wpr10la001	1	< 0.1%
chi93la222	1	< 0.1%
iad01wa075	1	< 0.1%
chi07ca264	1	< 0.1%
lax83la129	1	< 0.1%
chi99fa293	1	< 0.1%
gaa15ca010	1	< 0.1%
ftw00ra062	1	< 0.1%
chi96fa185	1	< 0.1%
sea91la167	1	< 0.1%
Other values (79283)	79283	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
A	118328	14.9%
0	76986	9.7%
L	61196	7.7%
1	60517	7.6%
8	45229	5.7%
9	43401	5.5%
2	38264	4.8%
C	38136	4.8%
3	30922	3.9%
4	27059	3.4%
Other values (27)	255189	32.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	402157	50.6%
Decimal Number	392910	49.4%
Other Punctuation	160	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	118328	29.4%
L	61196	15.2%
C	38136	9.5%
F	23309	5.8%
N	20941	5.2%
E	19223	4.8%
I	18638	4.6%
W	14994	3.7%
T	13753	3.4%
D	11450	2.8%
Other values (16)	62189	15.5%

Decimal Number

Value	Count	Frequency (%)
0	76986	19.6%
1	60517	15.4%
8	45229	11.5%
9	43401	11.0%
2	38264	9.7%
3	30922	7.9%
4	27059	6.9%
5	25143	6.4%
6	23670	6.0%
7	21719	5.5%

Other Punctuation

Value	Count	Frequency (%)
#	160	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	402157	50.6%
Common	393070	49.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	118328	29.4%
L	61196	15.2%
C	38136	9.5%
F	23309	5.8%
N	20941	5.2%
E	19223	4.8%
I	18638	4.6%
W	14994	3.7%
T	13753	3.4%
D	11450	2.8%
Other values (16)	62189	15.5%

Common

Value	Count	Frequency (%)
0	76986	19.6%
1	60517	15.4%
8	45229	11.5%
9	43401	11.0%
2	38264	9.7%
3	30922	7.9%
4	27059	6.9%
5	25143	6.4%
6	23670	6.0%
7	21719	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	795227	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	118328	14.9%
0	76986	9.7%
L	61196	7.7%
1	60517	7.6%
8	45229	5.7%
9	43401	5.5%
2	38264	4.8%
C	38136	4.8%
3	30922	3.9%
4	27059	3.4%
Other values (27)	255189	32.1%

Event.Date
Categorical

HIGH CARDINALITY

Distinct	12638
Distinct (%)	15.9%
Missing	0
Missing (%)	0.0%
Memory size	619.6 KiB

2000-07-08	25
1982-05-16	25
1984-06-30	25
1983-08-05	24
1983-06-05	24
Other values (12633)	79170

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	792930
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	542 ?
Unique (%)	0.7%

Sample

1st row	2017-01-03
2nd row	2016-12-29
3rd row	2016-12-27
4th row	2016-12-27
5th row	2016-12-26

Common Values

Value	Count	Frequency (%)
2000-07-08	25	< 0.1%
1982-05-16	25	< 0.1%
1984-06-30	25	< 0.1%
1983-08-05	24	< 0.1%
1983-06-05	24	< 0.1%
1986-05-17	24	< 0.1%
1984-08-25	24	< 0.1%
2001-07-21	23	< 0.1%
2001-06-16	23	< 0.1%
1982-10-03	23	< 0.1%
Other values (12628)	79053	99.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2000-07-08	25	< 0.1%
1982-05-16	25	< 0.1%
1984-06-30	25	< 0.1%
1983-08-05	24	< 0.1%
1983-06-05	24	< 0.1%
1986-05-17	24	< 0.1%
1984-08-25	24	< 0.1%
2001-07-21	23	< 0.1%
2001-06-16	23	< 0.1%
1982-10-03	23	< 0.1%
Other values (12628)	79053	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	159256	20.1%
-	158586	20.0%
1	126056	15.9%
9	92245	11.6%
2	84143	10.6%
8	48463	6.1%
3	27198	3.4%
6	24806	3.1%
7	24363	3.1%
5	24355	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	634344	80.0%
Dash Punctuation	158586	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	159256	25.1%
1	126056	19.9%
9	92245	14.5%
2	84143	13.3%
8	48463	7.6%
3	27198	4.3%
6	24806	3.9%
7	24363	3.8%
5	24355	3.8%
4	23459	3.7%

Dash Punctuation

Value	Count	Frequency (%)
-	158586	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	792930	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	159256	20.1%
-	158586	20.0%
1	126056	15.9%
9	92245	11.6%
2	84143	10.6%
8	48463	6.1%
3	27198	3.4%
6	24806	3.1%
7	24363	3.1%
5	24355	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	792930	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	159256	20.1%
-	158586	20.0%
1	126056	15.9%
9	92245	11.6%
2	84143	10.6%
8	48463	6.1%
3	27198	3.4%
6	24806	3.1%
7	24363	3.1%
5	24355	3.1%

Location
Categorical

HIGH CARDINALITY

Distinct	25264
Distinct (%)	31.9%
Missing	78
Missing (%)	0.1%
Memory size	619.6 KiB

ANCHORAGE, AK	372
MIAMI, FL	185
CHICAGO, IL	169
ALBUQUERQUE, NM	165
HOUSTON, TX	155
Other values (25259)	78169

Length

Max length	61
Median length	12
Mean length	12.94384902
Min length	4

Characters and Unicode

Total characters	1025347
Distinct characters	80
Distinct categories	11 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14897 ?
Unique (%)	18.8%

Sample

1st row	Paradise, MT
2nd row	Dabob, WA
3rd row	Piedmont, MO
4th row	Farmington, MO
5th row	Fresno, CA

Common Values

Value	Count	Frequency (%)
ANCHORAGE, AK	372	0.5%
MIAMI, FL	185	0.2%
CHICAGO, IL	169	0.2%
ALBUQUERQUE, NM	165	0.2%
HOUSTON, TX	155	0.2%
Anchorage, AK	140	0.2%
FAIRBANKS, AK	138	0.2%
ORLANDO, FL	114	0.1%
ENGLEWOOD, CO	107	0.1%
TUCSON, AZ	107	0.1%
Other values (25254)	77563	97.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ca	8179	4.5%
tx	5265	2.9%
fl	5228	2.9%
ak	5171	2.9%
az	2554	1.4%
co	2508	1.4%
wa	2394	1.3%
il	1914	1.1%
mi	1896	1.0%
city	1883	1.0%
Other values (12575)	143853	79.5%

Most occurring characters

Value	Count	Frequency (%)
	101630	9.9%
,	79108	7.7%
A	74922	7.3%
N	47000	4.6%
L	45800	4.5%
E	44628	4.4%
O	41931	4.1%
I	36346	3.5%
T	34118	3.3%
R	33380	3.3%
Other values (70)	486484	47.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	609570	59.5%
Lowercase Letter	232835	22.7%
Space Separator	101630	9.9%
Other Punctuation	80593	7.9%
Decimal Number	464	< 0.1%
Dash Punctuation	216	< 0.1%
Open Punctuation	12	< 0.1%
Close Punctuation	12	< 0.1%
Format	9	< 0.1%
Control	5	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	29434	12.6%
e	25946	11.1%
n	21291	9.1%
o	19568	8.4%
l	17958	7.7%
i	17473	7.5%
r	17236	7.4%
t	13286	5.7%
s	11330	4.9%
d	7736	3.3%
Other values (17)	51577	22.2%

Uppercase Letter

Value	Count	Frequency (%)
A	74922	12.3%
N	47000	7.7%
L	45800	7.5%
E	44628	7.3%
O	41931	6.9%
I	36346	6.0%
T	34118	5.6%
R	33380	5.5%
C	33249	5.5%
S	30350	5.0%
Other values (16)	187846	30.8%

Decimal Number

Value	Count	Frequency (%)
1	83	17.9%
0	61	13.1%
2	60	12.9%
5	53	11.4%
3	45	9.7%
4	37	8.0%
7	34	7.3%
6	33	7.1%
8	31	6.7%
9	27	5.8%

Other Punctuation

Value	Count	Frequency (%)
,	79108	98.2%
.	1211	1.5%
'	166	0.2%
?	73	0.1%
/	29	< 0.1%
#	3	< 0.1%
§	2	< 0.1%
&	1	< 0.1%

Control

Value	Count	Frequency (%)
	2	40.0%
	2	40.0%
	1	20.0%

Space Separator

Value	Count	Frequency (%)
	101630	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	216	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	12	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	100.0%

Format

Value	Count	Frequency (%)
	9	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	842405	82.2%
Common	182942	17.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	74922	8.9%
N	47000	5.6%
L	45800	5.4%
E	44628	5.3%
O	41931	5.0%
I	36346	4.3%
T	34118	4.1%
R	33380	4.0%
C	33249	3.9%
S	30350	3.6%
Other values (43)	420681	49.9%

Common

Value	Count	Frequency (%)
	101630	55.6%
,	79108	43.2%
.	1211	0.7%
-	216	0.1%
'	166	0.1%
1	83	< 0.1%
?	73	< 0.1%
0	61	< 0.1%
2	60	< 0.1%
5	53	< 0.1%
Other values (17)	281	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1025332	> 99.9%
Latin 1 Sup	15	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	101630	9.9%
,	79108	7.7%
A	74922	7.3%
N	47000	4.6%
L	45800	4.5%
E	44628	4.4%
O	41931	4.1%
I	36346	3.5%
T	34118	3.3%
R	33380	3.3%
Other values (65)	486469	47.4%

Latin 1 Sup

Value	Count	Frequency (%)
	9	60.0%
§	2	13.3%
	2	13.3%
	1	6.7%
ñ	1	6.7%

Country
Categorical

HIGH CARDINALITY

Distinct	177
Distinct (%)	0.2%
Missing	507
Missing (%)	0.6%
Memory size	619.6 KiB

United States	74734
Canada	256
Brazil	220
United Kingdom	216
Mexico	210
Other values (172)	3150

Length

Max length	30
Median length	13
Mean length	12.74399005
Min length	4

Characters and Unicode

Total characters	1004048
Distinct characters	54
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	33 ?
Unique (%)	< 0.1%

Sample

1st row	United States
2nd row	United States
3rd row	United States
4th row	United States
5th row	United States

Common Values

Value	Count	Frequency (%)
United States	74734	94.3%
Canada	256	0.3%
Brazil	220	0.3%
United Kingdom	216	0.3%
Mexico	210	0.3%
Australia	196	0.2%
Bahamas	191	0.2%
France	164	0.2%
Germany	158	0.2%
Colombia	134	0.2%
Other values (167)	2307	2.9%
(Missing)	507	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
united	74960	48.6%
states	74738	48.5%
canada	256	0.2%
brazil	220	0.1%
kingdom	216	0.1%
mexico	210	0.1%
australia	196	0.1%
bahamas	191	0.1%
france	164	0.1%
germany	158	0.1%
Other values (198)	2920	1.9%

Most occurring characters

Value	Count	Frequency (%)
t	225289	22.4%
e	151786	15.1%
a	79938	8.0%
i	77483	7.7%
n	77477	7.7%
d	76140	7.6%
s	75767	7.5%
	75443	7.5%
S	75062	7.5%
U	74994	7.5%
Other values (44)	14669	1.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	774341	77.1%
Uppercase Letter	154228	15.4%
Space Separator	75443	7.5%
Other Punctuation	36	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	225289	29.1%
e	151786	19.6%
a	79938	10.3%
i	77483	10.0%
n	77477	10.0%
d	76140	9.8%
s	75767	9.8%
r	1666	0.2%
l	1505	0.2%
o	1340	0.2%
Other values (16)	5950	0.8%

Uppercase Letter

Value	Count	Frequency (%)
S	75062	48.7%
U	74994	48.6%
C	572	0.4%
B	510	0.3%
A	470	0.3%
I	327	0.2%
K	282	0.2%
G	276	0.2%
M	270	0.2%
P	219	0.1%
Other values (15)	1246	0.8%

Other Punctuation

Value	Count	Frequency (%)
,	34	94.4%
'	2	5.6%

Space Separator

Value	Count	Frequency (%)
	75443	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	928569	92.5%
Common	75479	7.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	225289	24.3%
e	151786	16.3%
a	79938	8.6%
i	77483	8.3%
n	77477	8.3%
d	76140	8.2%
s	75767	8.2%
S	75062	8.1%
U	74994	8.1%
r	1666	0.2%
Other values (41)	12967	1.4%

Common

Value	Count	Frequency (%)
	75443	> 99.9%
,	34	< 0.1%
'	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1004048	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	225289	22.4%
e	151786	15.1%
a	79938	8.0%
i	77483	7.7%
n	77477	7.7%
d	76140	7.6%
s	75767	7.5%
	75443	7.5%
S	75062	7.5%
U	74994	7.5%
Other values (44)	14669	1.5%

Latitude
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	17665
Distinct (%)	68.6%
Missing	53542
Missing (%)	67.5%
Infinite	0
Infinite (%)	0.0%
Mean	37.69042077

Minimum	-78.016945
Maximum	89.218056
Zeros	10
Zeros (%)	< 0.1%
Negative	465
Negative (%)	0.6%
Memory size	619.6 KiB

Quantile statistics

Minimum	-78.016945
5-th percentile	25.916945
Q1	33.379445
median	38.184166
Q3	42.566528
95-th percentile	60.417917
Maximum	89.218056
Range	167.235001
Interquartile range (IQR)	9.187083

Descriptive statistics

Standard deviation	12.14801904
Coefficient of variation (CV)	0.3223105179
Kurtosis	11.61835217
Mean	37.69042077
Median Absolute Deviation (MAD)	4.619444
Skewness	-1.96396679
Sum	970566.0253
Variance	147.5743666
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.460833	28	< 0.1%
32.826111	23	< 0.1%
33.688333	22	< 0.1%
61.213611	21	< 0.1%
32.815556	20	< 0.1%
26.197222	19	< 0.1%
34.654444	19	< 0.1%
33.269167	18	< 0.1%
43.984444	17	< 0.1%
33.875556	17	< 0.1%
Other values (17655)	25547	32.2%
(Missing)	53542	67.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-78.016945	1	< 0.1%
-77.833333	1	< 0.1%
-77	1	< 0.1%
-61.883334	1	< 0.1%
-48.571389	1	< 0.1%
-46.066667	1	< 0.1%
-45.566667	1	< 0.1%
-45.283334	1	< 0.1%
-45.202222	1	< 0.1%
-45.156389	1	< 0.1%

Value	Count	Frequency (%)
89.218056	1	< 0.1%
87.145833	1	< 0.1%
86.947222	1	< 0.1%
84.637222	1	< 0.1%
84.571667	1	< 0.1%
81.838333	1	< 0.1%
80.582223	1	< 0.1%
77.351111	2	< 0.1%
77.007222	1	< 0.1%
76.304167	1	< 0.1%

Longitude
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	18925
Distinct (%)	73.5%
Missing	53551
Missing (%)	67.5%
Infinite	0
Infinite (%)	0.0%
Mean	-93.78106079

Minimum	-178.676111
Maximum	177.557778
Zeros	9
Zeros (%)	< 0.1%
Negative	24892
Negative (%)	31.4%
Memory size	619.6 KiB

Quantile statistics

Minimum	-178.676111
5-th percentile	-149.286389
Q1	-115.0085417
median	-94.498055
Q3	-81.72583375
95-th percentile	-66.01951445
Maximum	177.557778
Range	356.233889
Interquartile range (IQR)	33.282708

Descriptive statistics

Standard deviation	39.24366214
Coefficient of variation (CV)	-0.4184604206
Kurtosis	15.0216894
Mean	-93.78106079
Median Absolute Deviation (MAD)	15.385139
Skewness	3.074226433
Sum	-2414112.067
Variance	1540.065018
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-112.0825	32	< 0.1%
-111.728334	29	< 0.1%
-111.811111	24	< 0.1%
-104.673056	22	< 0.1%
-149.844444	21	< 0.1%
-88.556944	20	< 0.1%
-117.139444	18	< 0.1%
-116.9725	18	< 0.1%
-106.609167	17	< 0.1%
-121.819723	16	< 0.1%
Other values (18915)	25525	32.2%
(Missing)	53551	67.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-178.676111	1	< 0.1%
-175.373056	1	< 0.1%
-174.296666	1	< 0.1%
-173.24	1	< 0.1%
-170.711389	3	< 0.1%
-170.488889	1	< 0.1%
-169.535277	1	< 0.1%
-168.362778	1	< 0.1%
-168.24	1	< 0.1%
-167.872223	1	< 0.1%

Value	Count	Frequency (%)
177.557778	1	< 0.1%
177.374167	1	< 0.1%
176.216667	1	< 0.1%
176.071389	1	< 0.1%
175.583333	1	< 0.1%
175.25	1	< 0.1%
174.766667	1	< 0.1%
174.333333	1	< 0.1%
174.300278	1	< 0.1%
174.2	1	< 0.1%

Airport.Code
Categorical

HIGH CARDINALITY
MISSING

Distinct	9630
Distinct (%)	21.6%
Missing	34630
Missing (%)	43.7%
Memory size	619.6 KiB

NONE	1466
PVT	356
ORD	146
APA	142
MRI	127
Other values (9625)	42426

Length

Max length	8
Median length	3
Mean length	3.159595191
Min length	1

Characters and Unicode

Total characters	141117
Distinct characters	70
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4398 ?
Unique (%)	9.8%

Sample

1st row	FAM
2nd row	E79
3rd row	GKT
4th row	6B0
5th row	10G

Common Values

Value	Count	Frequency (%)
NONE	1466	1.8%
PVT	356	0.4%
ORD	146	0.2%
APA	142	0.2%
MRI	127	0.2%
DEN	113	0.1%
OSH	93	0.1%
FFZ	89	0.1%
VNY	89	0.1%
BJC	87	0.1%
Other values (9620)	41955	52.9%
(Missing)	34630	43.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	1553	3.5%
pvt	363	0.8%
ord	146	0.3%
apa	142	0.3%
mri	127	0.3%
den	113	0.3%
osh	93	0.2%
ffz	89	0.2%
vny	89	0.2%
bjc	87	0.2%
Other values (9596)	41866	93.7%

Most occurring characters

Value	Count	Frequency (%)
N	7815	5.5%
A	7115	5.0%
S	6366	4.5%
O	6071	4.3%
L	5795	4.1%
C	5418	3.8%
E	5216	3.7%
M	5069	3.6%
T	4861	3.4%
K	4711	3.3%
Other values (60)	82680	58.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	107748	76.4%
Decimal Number	32836	23.3%
Lowercase Letter	354	0.3%
Dash Punctuation	87	0.1%
Other Punctuation	46	< 0.1%
Math Symbol	38	< 0.1%
Space Separator	5	< 0.1%
Currency Symbol	1	< 0.1%
Close Punctuation	1	< 0.1%
Control	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	7815	7.3%
A	7115	6.6%
S	6366	5.9%
O	6071	5.6%
L	5795	5.4%
C	5418	5.0%
E	5216	4.8%
M	5069	4.7%
T	4861	4.5%
K	4711	4.4%
Other values (16)	49311	45.8%

Lowercase Letter

Value	Count	Frequency (%)
n	98	27.7%
e	91	25.7%
o	88	24.9%
v	9	2.5%
t	9	2.5%
p	9	2.5%
i	7	2.0%
l	6	1.7%
x	5	1.4%
a	4	1.1%
Other values (12)	28	7.9%

Decimal Number

Value	Count	Frequency (%)
1	4086	12.4%
2	3794	11.6%
0	3586	10.9%
3	3534	10.8%
4	3331	10.1%
5	3160	9.6%
7	3109	9.5%
6	2961	9.0%
8	2724	8.3%
9	2551	7.8%

Other Punctuation

Value	Count	Frequency (%)
.	39	84.8%
/	3	6.5%
\	1	2.2%
*	1	2.2%
;	1	2.2%
&	1	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	87	100.0%

Math Symbol

Value	Count	Frequency (%)
+	38	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	108102	76.6%
Common	33015	23.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	7815	7.2%
A	7115	6.6%
S	6366	5.9%
O	6071	5.6%
L	5795	5.4%
C	5418	5.0%
E	5216	4.8%
M	5069	4.7%
T	4861	4.5%
K	4711	4.4%
Other values (38)	49665	45.9%

Common

Value	Count	Frequency (%)
1	4086	12.4%
2	3794	11.5%
0	3586	10.9%
3	3534	10.7%
4	3331	10.1%
5	3160	9.6%
7	3109	9.4%
6	2961	9.0%
8	2724	8.3%
9	2551	7.7%
Other values (12)	179	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	141117	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	7815	5.5%
A	7115	5.0%
S	6366	4.5%
O	6071	4.3%
L	5795	4.1%
C	5418	3.8%
E	5216	3.7%
M	5069	3.6%
T	4861	3.4%
K	4711	3.3%
Other values (60)	82680	58.6%

Airport.Name
Categorical

HIGH CARDINALITY
MISSING

Distinct	22760
Distinct (%)	48.0%
Missing	31857
Missing (%)	40.2%
Memory size	619.6 KiB

PRIVATE	216
Private	173
NONE	140
Private Airstrip	135
PRIVATE STRIP	111
Other values (22755)	46661

Length

Max length	33
Median length	15
Mean length	15.5105616
Min length	1

Characters and Unicode

Total characters	735759
Distinct characters	84
Distinct categories	11 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15230 ?
Unique (%)	32.1%

Sample

1st row	FARMINGTON RGNL
2nd row	Sierra Sky Park
3rd row	GATLINBURG-PIGEON FORGE
4th row	MIDDLEBURY STATE
5th row	Holmes County

Common Values

Value	Count	Frequency (%)
PRIVATE	216	0.3%
Private	173	0.2%
NONE	140	0.2%
Private Airstrip	135	0.2%
PRIVATE STRIP	111	0.1%
PRIVATE AIRSTRIP	90	0.1%
None	84	0.1%
MERRILL FIELD	78	0.1%
MUNICIPAL	78	0.1%
VAN NUYS	74	0.1%
Other values (22750)	46257	58.3%
(Missing)	31857	40.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
airport	7795	7.6%
municipal	4241	4.1%
county	3408	3.3%
field	3078	3.0%
muni	1741	1.7%
regional	1666	1.6%
international	1653	1.6%
private	1067	1.0%
lake	923	0.9%
intl	897	0.9%
Other values (10048)	76380	74.3%

Most occurring characters

Value	Count	Frequency (%)
	55413	7.5%
A	49317	6.7%
E	36658	5.0%
I	36135	4.9%
N	35653	4.8%
R	34018	4.6%
L	32166	4.4%
O	28928	3.9%
r	27025	3.7%
T	26612	3.6%
Other values (74)	373834	50.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	446490	60.7%
Lowercase Letter	226095	30.7%
Space Separator	55413	7.5%
Other Punctuation	4190	0.6%
Dash Punctuation	2975	0.4%
Decimal Number	268	< 0.1%
Open Punctuation	162	< 0.1%
Close Punctuation	154	< 0.1%
Control	8	< 0.1%
Math Symbol	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	27025	12.0%
i	24786	11.0%
a	20982	9.3%
o	20751	9.2%
e	19954	8.8%
n	19386	8.6%
t	19029	8.4%
l	15244	6.7%
p	11071	4.9%
u	7348	3.2%
Other values (17)	40519	17.9%

Uppercase Letter

Value	Count	Frequency (%)
A	49317	11.0%
E	36658	8.2%
I	36135	8.1%
N	35653	8.0%
R	34018	7.6%
L	32166	7.2%
O	28928	6.5%
T	26612	6.0%
S	20477	4.6%
C	19928	4.5%
Other values (16)	126598	28.4%

Other Punctuation

Value	Count	Frequency (%)
.	2098	50.1%
'	998	23.8%
/	792	18.9%
,	175	4.2%
?	61	1.5%
&	33	0.8%
"	16	0.4%
#	14	0.3%
;	2	< 0.1%
\	1	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	67	25.0%
1	37	13.8%
3	36	13.4%
6	25	9.3%
4	25	9.3%
0	19	7.1%
7	18	6.7%
5	16	6.0%
8	14	5.2%
9	11	4.1%

Control

Value	Count	Frequency (%)
	5	62.5%
	2	25.0%
	1	12.5%

Open Punctuation

Value	Count	Frequency (%)
(	159	98.1%
[	3	1.9%

Close Punctuation

Value	Count	Frequency (%)
)	152	98.7%
]	2	1.3%

Space Separator

Value	Count	Frequency (%)
	55413	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2975	100.0%

Math Symbol

Value	Count	Frequency (%)
¬	3	100.0%

Format

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	672585	91.4%
Common	63174	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	49317	7.3%
E	36658	5.5%
I	36135	5.4%
N	35653	5.3%
R	34018	5.1%
L	32166	4.8%
O	28928	4.3%
r	27025	4.0%
T	26612	4.0%
i	24786	3.7%
Other values (43)	341287	50.7%

Common

Value	Count	Frequency (%)
	55413	87.7%
-	2975	4.7%
.	2098	3.3%
'	998	1.6%
/	792	1.3%
,	175	0.3%
(	159	0.3%
)	152	0.2%
2	67	0.1%
?	61	0.1%
Other values (21)	284	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	735747	> 99.9%
Latin 1 Sup	12	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	55413	7.5%
A	49317	6.7%
E	36658	5.0%
I	36135	4.9%
N	35653	4.8%
R	34018	4.6%
L	32166	4.4%
O	28928	3.9%
r	27025	3.7%
T	26612	3.6%
Other values (69)	373822	50.8%

Latin 1 Sup

Value	Count	Frequency (%)
	5	41.7%
¬	3	25.0%
	2	16.7%
	1	8.3%
ñ	1	8.3%

Injury.Severity
Categorical

HIGH CARDINALITY

Distinct	124
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	619.6 KiB

Non-Fatal	60025
Fatal(1)	7830
Fatal(2)	4618
Incident	3175
Fatal(3)	1450
Other values (119)	2195

Length

Max length	11
Median length	9
Mean length	8.769513072
Min length	8

Characters and Unicode

Total characters	695361
Distinct characters	28
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	67 ?
Unique (%)	0.1%

Sample

1st row	Non-Fatal
2nd row	Fatal(4)
3rd row	Non-Fatal
4th row	Non-Fatal
5th row	Fatal(2)

Common Values

Value	Count	Frequency (%)
Non-Fatal	60025	75.7%
Fatal(1)	7830	9.9%
Fatal(2)	4618	5.8%
Incident	3175	4.0%
Fatal(3)	1450	1.8%
Fatal(4)	1012	1.3%
Fatal(5)	311	0.4%
Unavailable	220	0.3%
Fatal(6)	196	0.2%
Fatal(7)	83	0.1%
Other values (114)	373	0.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
non-fatal	60025	75.7%
fatal(1	7830	9.9%
fatal(2	4618	5.8%
incident	3175	4.0%
fatal(3	1450	1.8%
fatal(4	1012	1.3%
fatal(5	311	0.4%
unavailable	220	0.3%
fatal(6	196	0.2%
fatal(7	83	0.1%
Other values (114)	373	0.5%

Most occurring characters

Value	Count	Frequency (%)
a	152456	21.9%
t	79073	11.4%
l	76338	11.0%
F	75898	10.9%
n	66595	9.6%
N	60025	8.6%
o	60025	8.6%
-	60025	8.6%
(	15873	2.3%
)	15873	2.3%
Other values (18)	33180	4.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	448067	64.4%
Uppercase Letter	139318	20.0%
Dash Punctuation	60025	8.6%
Decimal Number	16205	2.3%
Open Punctuation	15873	2.3%
Close Punctuation	15873	2.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	152456	34.0%
t	79073	17.6%
l	76338	17.0%
n	66595	14.9%
o	60025	13.4%
i	3395	0.8%
e	3395	0.8%
c	3175	0.7%
d	3175	0.7%
v	220	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	8034	49.6%
2	4692	29.0%
3	1498	9.2%
4	1064	6.6%
5	354	2.2%
6	222	1.4%
7	115	0.7%
8	94	0.6%
0	71	0.4%
9	61	0.4%

Uppercase Letter

Value	Count	Frequency (%)
F	75898	54.5%
N	60025	43.1%
I	3175	2.3%
U	220	0.2%

Dash Punctuation

Value	Count	Frequency (%)
-	60025	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	15873	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	15873	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	587385	84.5%
Common	107976	15.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	152456	26.0%
t	79073	13.5%
l	76338	13.0%
F	75898	12.9%
n	66595	11.3%
N	60025	10.2%
o	60025	10.2%
i	3395	0.6%
e	3395	0.6%
I	3175	0.5%
Other values (5)	7010	1.2%

Common

Value	Count	Frequency (%)
-	60025	55.6%
(	15873	14.7%
)	15873	14.7%
1	8034	7.4%
2	4692	4.3%
3	1498	1.4%
4	1064	1.0%
5	354	0.3%
6	222	0.2%
7	115	0.1%
Other values (3)	226	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	695361	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	152456	21.9%
t	79073	11.4%
l	76338	11.0%
F	75898	10.9%
n	66595	9.6%
N	60025	8.6%
o	60025	8.6%
-	60025	8.6%
(	15873	2.3%
)	15873	2.3%
Other values (18)	33180	4.8%

Aircraft.Damage
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	2410
Missing (%)	3.0%
Memory size	619.6 KiB

Substantial	57049
Destroyed	17322
Minor	2512

Length

Max length	11
Median length	11
Mean length	10.3533551
Min length	5

Characters and Unicode

Total characters	795997
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Substantial
2nd row	Substantial
3rd row	Substantial
4th row	Substantial
5th row	Destroyed

Common Values

Value	Count	Frequency (%)
Substantial	57049	71.9%
Destroyed	17322	21.8%
Minor	2512	3.2%
(Missing)	2410	3.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
substantial	57049	74.2%
destroyed	17322	22.5%
minor	2512	3.3%

Most occurring characters

Value	Count	Frequency (%)
t	131420	16.5%
a	114098	14.3%
s	74371	9.3%
n	59561	7.5%
i	59561	7.5%
S	57049	7.2%
u	57049	7.2%
b	57049	7.2%
l	57049	7.2%
e	34644	4.4%
Other values (6)	94146	11.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	719114	90.3%
Uppercase Letter	76883	9.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	131420	18.3%
a	114098	15.9%
s	74371	10.3%
n	59561	8.3%
i	59561	8.3%
u	57049	7.9%
b	57049	7.9%
l	57049	7.9%
e	34644	4.8%
r	19834	2.8%
Other values (3)	54478	7.6%

Uppercase Letter

Value	Count	Frequency (%)
S	57049	74.2%
D	17322	22.5%
M	2512	3.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	795997	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	131420	16.5%
a	114098	14.3%
s	74371	9.3%
n	59561	7.5%
i	59561	7.5%
S	57049	7.2%
u	57049	7.2%
b	57049	7.2%
l	57049	7.2%
e	34644	4.4%
Other values (6)	94146	11.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	795997	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	131420	16.5%
a	114098	14.3%
s	74371	9.3%
n	59561	7.5%
i	59561	7.5%
S	57049	7.2%
u	57049	7.2%
b	57049	7.2%
l	57049	7.2%
e	34644	4.4%
Other values (6)	94146	11.8%

Aircraft.Category
Categorical

HIGH CORRELATION
MISSING

Distinct	13
Distinct (%)	0.1%
Missing	56816
Missing (%)	71.7%
Memory size	619.6 KiB

Airplane	19273
Helicopter	2360
Glider	381
Balloon	175
Gyrocraft	100
Other values (8)	188

Length

Max length	17
Median length	8
Mean length	8.205543444
Min length	5

Characters and Unicode

Total characters	184436
Distinct characters	31
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Airplane
2nd row	Airplane
3rd row	Airplane
4th row	Airplane
5th row	Airplane

Common Values

Value	Count	Frequency (%)
Airplane	19273	24.3%
Helicopter	2360	3.0%
Glider	381	0.5%
Balloon	175	0.2%
Gyrocraft	100	0.1%
Weight-Shift	66	0.1%
Powered Parachute	48	0.1%
Unknown	32	< 0.1%
Ultralight	31	< 0.1%
Powered-Lift	5	< 0.1%
Other values (3)	6	< 0.1%
(Missing)	56816	71.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
airplane	19273	85.6%
helicopter	2360	10.5%
glider	381	1.7%
balloon	175	0.8%
gyrocraft	100	0.4%
weight-shift	66	0.3%
parachute	48	0.2%
powered	48	0.2%
unknown	32	0.1%
ultralight	31	0.1%
Other values (4)	11	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	24597	13.3%
l	22431	12.2%
r	22348	12.1%
i	22185	12.0%
p	21638	11.7%
a	19677	10.7%
n	19546	10.6%
A	19273	10.4%
o	2898	1.6%
t	2708	1.5%
Other values (21)	7135	3.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	161721	87.7%
Uppercase Letter	22596	12.3%
Dash Punctuation	71	< 0.1%
Space Separator	48	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	24597	15.2%
l	22431	13.9%
r	22348	13.8%
i	22185	13.7%
p	21638	13.4%
a	19677	12.2%
n	19546	12.1%
o	2898	1.8%
t	2708	1.7%
c	2509	1.6%
Other values (9)	1184	0.7%

Uppercase Letter

Value	Count	Frequency (%)
A	19273	85.3%
H	2360	10.4%
G	483	2.1%
B	178	0.8%
P	101	0.4%
W	66	0.3%
S	66	0.3%
U	63	0.3%
L	5	< 0.1%
R	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	71	100.0%

Space Separator

Value	Count	Frequency (%)
	48	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	184317	99.9%
Common	119	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	24597	13.3%
l	22431	12.2%
r	22348	12.1%
i	22185	12.0%
p	21638	11.7%
a	19677	10.7%
n	19546	10.6%
A	19273	10.5%
o	2898	1.6%
t	2708	1.5%
Other values (19)	7016	3.8%

Common

Value	Count	Frequency (%)
-	71	59.7%
	48	40.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	184436	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	24597	13.3%
l	22431	12.2%
r	22348	12.1%
i	22185	12.0%
p	21638	11.7%
a	19677	10.7%
n	19546	10.6%
A	19273	10.4%
o	2898	1.6%
t	2708	1.5%
Other values (21)	7135	3.9%

Registration.Number
Categorical

HIGH CARDINALITY
MISSING

Distinct	68960
Distinct (%)	90.5%
Missing	3084
Missing (%)	3.9%
Memory size	619.6 KiB

NONE	365
None	103
USAF	9
N20752	8
UNK	7
Other values (68955)	75717

Length

Max length	11
Median length	6
Mean length	5.827684394
Min length	3

Characters and Unicode

Total characters	444122
Distinct characters	56
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	62893 ?
Unique (%)	82.5%

Sample

1st row	N710XP
2nd row	N52388
3rd row	N5499Z
4th row	N918KS
5th row	N176PA

Common Values

Value	Count	Frequency (%)
NONE	365	0.5%
None	103	0.1%
USAF	9	< 0.1%
N20752	8	< 0.1%
UNK	7	< 0.1%
N8402K	6	< 0.1%
N53893	6	< 0.1%
N4101E	6	< 0.1%
N121CC	6	< 0.1%
N11VH	6	< 0.1%
Other values (68950)	75687	95.5%
(Missing)	3084	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	471	0.6%
unreg	12	< 0.1%
usaf	9	< 0.1%
n20752	8	< 0.1%
unk	7	< 0.1%
n8402k	6	< 0.1%
n121cc	6	< 0.1%
n4101e	6	< 0.1%
n11vh	6	< 0.1%
n53893	6	< 0.1%
Other values (68942)	75673	99.3%

Most occurring characters

Value	Count	Frequency (%)
N	78370	17.6%
1	31991	7.2%
2	30751	6.9%
3	29295	6.6%
5	29027	6.5%
4	28846	6.5%
6	27910	6.3%
7	27615	6.2%
9	26878	6.1%
8	26640	6.0%
Other values (46)	106799	24.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	282165	63.5%
Uppercase Letter	161355	36.3%
Lowercase Letter	436	0.1%
Dash Punctuation	161	< 0.1%
Other Punctuation	4	< 0.1%
Space Separator	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	78370	48.6%
A	5712	3.5%
C	4926	3.1%
S	4824	3.0%
D	4281	2.7%
M	4276	2.7%
B	4253	2.6%
P	4171	2.6%
R	3972	2.5%
T	3947	2.4%
Other values (16)	42623	26.4%

Lowercase Letter

Value	Count	Frequency (%)
n	130	29.8%
e	128	29.4%
o	108	24.8%
r	19	4.4%
g	13	3.0%
t	7	1.6%
i	5	1.1%
s	5	1.1%
u	4	0.9%
k	4	0.9%
Other values (6)	13	3.0%

Decimal Number

Value	Count	Frequency (%)
1	31991	11.3%
2	30751	10.9%
3	29295	10.4%
5	29027	10.3%
4	28846	10.2%
6	27910	9.9%
7	27615	9.8%
9	26878	9.5%
8	26640	9.4%
0	23212	8.2%

Other Punctuation

Value	Count	Frequency (%)
*	3	75.0%
.	1	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	161	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	282331	63.6%
Latin	161791	36.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	78370	48.4%
A	5712	3.5%
C	4926	3.0%
S	4824	3.0%
D	4281	2.6%
M	4276	2.6%
B	4253	2.6%
P	4171	2.6%
R	3972	2.5%
T	3947	2.4%
Other values (32)	43059	26.6%

Common

Value	Count	Frequency (%)
1	31991	11.3%
2	30751	10.9%
3	29295	10.4%
5	29027	10.3%
4	28846	10.2%
6	27910	9.9%
7	27615	9.8%
9	26878	9.5%
8	26640	9.4%
0	23212	8.2%
Other values (4)	166	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	444122	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	78370	17.6%
1	31991	7.2%
2	30751	6.9%
3	29295	6.6%
5	29027	6.5%
4	28846	6.5%
6	27910	6.3%
7	27615	6.2%
9	26878	6.1%
8	26640	6.0%
Other values (46)	106799	24.0%

Make
Categorical

HIGH CARDINALITY

Distinct	7475
Distinct (%)	9.4%
Missing	89
Missing (%)	0.1%
Memory size	619.6 KiB

CESSNA	17105
PIPER	9433
Cessna	7742
Piper	4096
BEECH	3133
Other values (7470)	37695

Length

Max length	33
Median length	6
Mean length	7.494432099
Min length	2

Characters and Unicode

Total characters	593589
Distinct characters	73
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6080 ?
Unique (%)	7.7%

Sample

1st row	SOFTEX INVEST LLC
2nd row	CESSNA
3rd row	PIPER
4th row	MEAD
5th row	PETRUS DAVID WAYNE

Common Values

Value	Count	Frequency (%)
CESSNA	17105	21.6%
PIPER	9433	11.9%
Cessna	7742	9.8%
Piper	4096	5.2%
BEECH	3133	4.0%
Beech	1748	2.2%
BELL	1579	2.0%
BOEING	1372	1.7%
GRUMMAN	907	1.1%
Bell	888	1.1%
Other values (7465)	31201	39.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cessna	24888	26.2%
piper	13569	14.3%
beech	4889	5.2%
bell	2514	2.7%
boeing	2231	2.4%
grumman	1456	1.5%
robinson	1305	1.4%
mooney	1249	1.3%
bellanca	989	1.0%
american	956	1.0%
Other values (5893)	40779	43.0%

Most occurring characters

Value	Count	Frequency (%)
E	54190	9.1%
S	45822	7.7%
C	40118	6.8%
A	38648	6.5%
N	32871	5.5%
e	28798	4.9%
R	28322	4.8%
P	26795	4.5%
I	23136	3.9%
s	21055	3.5%
Other values (63)	253834	42.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	396119	66.7%
Lowercase Letter	177573	29.9%
Space Separator	15621	2.6%
Other Punctuation	2496	0.4%
Dash Punctuation	989	0.2%
Open Punctuation	338	0.1%
Close Punctuation	336	0.1%
Decimal Number	112	< 0.1%
Math Symbol	5	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	54190	13.7%
S	45822	11.6%
C	40118	10.1%
A	38648	9.8%
N	32871	8.3%
R	28322	7.1%
P	26795	6.8%
I	23136	5.8%
O	15673	4.0%
B	15093	3.8%
Other values (16)	75451	19.0%

Lowercase Letter

Value	Count	Frequency (%)
e	28798	16.2%
s	21055	11.9%
a	18143	10.2%
n	17631	9.9%
r	15963	9.0%
i	12784	7.2%
o	10843	6.1%
l	8309	4.7%
c	7218	4.1%
p	5897	3.3%
Other values (16)	30932	17.4%

Decimal Number

Value	Count	Frequency (%)
1	20	17.9%
7	17	15.2%
0	17	15.2%
2	13	11.6%
5	10	8.9%
3	9	8.0%
6	9	8.0%
8	7	6.2%
4	6	5.4%
9	4	3.6%

Other Punctuation

Value	Count	Frequency (%)
.	1564	62.7%
,	321	12.9%
/	283	11.3%
&	271	10.9%
'	35	1.4%
?	22	0.9%

Space Separator

Value	Count	Frequency (%)
	15621	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	989	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	338	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	336	100.0%

Math Symbol

Value	Count	Frequency (%)
+	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	573692	96.6%
Common	19897	3.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	54190	9.4%
S	45822	8.0%
C	40118	7.0%
A	38648	6.7%
N	32871	5.7%
e	28798	5.0%
R	28322	4.9%
P	26795	4.7%
I	23136	4.0%
s	21055	3.7%
Other values (42)	233937	40.8%

Common

Value	Count	Frequency (%)
	15621	78.5%
.	1564	7.9%
-	989	5.0%
(	338	1.7%
)	336	1.7%
,	321	1.6%
/	283	1.4%
&	271	1.4%
'	35	0.2%
?	22	0.1%
Other values (11)	117	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	593589	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	54190	9.1%
S	45822	7.7%
C	40118	6.8%
A	38648	6.5%
N	32871	5.5%
e	28798	4.9%
R	28322	4.8%
P	26795	4.5%
I	23136	3.9%
s	21055	3.5%
Other values (63)	253834	42.8%

Model
Categorical

HIGH CARDINALITY

Distinct	11330
Distinct (%)	14.3%
Missing	118
Missing (%)	0.1%
Memory size	619.6 KiB

152	2278
172	1263
172N	1133
PA-28-140	900
172M	775
Other values (11325)	72826

Length

Max length	20
Median length	5
Mean length	5.828215977
Min length	1

Characters and Unicode

Total characters	461449
Distinct characters	82
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7068 ?
Unique (%)	8.9%

Sample

1st row	V-24L
2nd row	182
3rd row	PA22
4th row	RV 8A
5th row	S90

Common Values

Value	Count	Frequency (%)
152	2278	2.9%
172	1263	1.6%
172N	1133	1.4%
PA-28-140	900	1.1%
172M	775	1.0%
150	725	0.9%
172P	669	0.8%
150M	581	0.7%
PA-18	573	0.7%
PA-28-161	558	0.7%
Other values (11320)	69720	87.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
152	2303	2.5%
172	1329	1.5%
172n	1135	1.2%
ii	933	1.0%
pa-28-140	901	1.0%
172m	775	0.9%
150	758	0.8%
172p	672	0.7%
150m	581	0.6%
pa-18	577	0.6%
Other values (8845)	80852	89.0%

Most occurring characters

Value	Count	Frequency (%)
1	45859	9.9%
2	45323	9.8%
-	43474	9.4%
0	33868	7.3%
A	31738	6.9%
5	19580	4.2%
8	18527	4.0%
3	18109	3.9%
P	17213	3.7%
7	17205	3.7%
Other values (72)	170553	37.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	223981	48.5%
Uppercase Letter	166764	36.1%
Dash Punctuation	43474	9.4%
Lowercase Letter	14723	3.2%
Space Separator	11641	2.5%
Other Punctuation	457	0.1%
Open Punctuation	181	< 0.1%
Close Punctuation	177	< 0.1%
Math Symbol	50	< 0.1%
Control	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	31738	19.0%
P	17213	10.3%
R	11139	6.7%
C	10766	6.5%
B	10571	6.3%
T	8969	5.4%
S	8853	5.3%
E	7887	4.7%
I	6869	4.1%
M	6425	3.9%
Other values (16)	46334	27.8%

Lowercase Letter

Value	Count	Frequency (%)
a	1806	12.3%
e	1649	11.2%
r	1497	10.2%
i	1305	8.9%
t	1184	8.0%
o	1061	7.2%
n	998	6.8%
l	709	4.8%
s	662	4.5%
c	489	3.3%
Other values (16)	3363	22.8%

Other Punctuation

Value	Count	Frequency (%)
/	252	55.1%
.	150	32.8%
"	18	3.9%
'	17	3.7%
#	6	1.3%
,	6	1.3%
&	4	0.9%
%	1	0.2%
;	1	0.2%
\	1	0.2%

Decimal Number

Value	Count	Frequency (%)
1	45859	20.5%
2	45323	20.2%
0	33868	15.1%
5	19580	8.7%
8	18527	8.3%
3	18109	8.1%
7	17205	7.7%
4	10970	4.9%
6	10949	4.9%
9	3591	1.6%

Open Punctuation

Value	Count	Frequency (%)
(	180	99.4%
[	1	0.6%

Close Punctuation

Value	Count	Frequency (%)
)	176	99.4%
]	1	0.6%

Math Symbol

Value	Count	Frequency (%)
+	48	96.0%
=	2	4.0%

Dash Punctuation

Value	Count	Frequency (%)
-	43474	100.0%

Space Separator

Value	Count	Frequency (%)
	11641	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	279962	60.7%
Latin	181487	39.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	31738	17.5%
P	17213	9.5%
R	11139	6.1%
C	10766	5.9%
B	10571	5.8%
T	8969	4.9%
S	8853	4.9%
E	7887	4.3%
I	6869	3.8%
M	6425	3.5%
Other values (42)	61057	33.6%

Common

Value	Count	Frequency (%)
1	45859	16.4%
2	45323	16.2%
-	43474	15.5%
0	33868	12.1%
5	19580	7.0%
8	18527	6.6%
3	18109	6.5%
7	17205	6.1%
	11641	4.2%
4	10970	3.9%
Other values (20)	15406	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	461449	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	45859	9.9%
2	45323	9.8%
-	43474	9.4%
0	33868	7.3%
A	31738	6.9%
5	19580	4.2%
8	18527	4.0%
3	18109	3.9%
P	17213	3.7%
7	17205	3.7%
Other values (72)	170553	37.0%

Amateur.Built
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	572
Missing (%)	0.7%
Memory size	155.0 KiB

False	71105
True	7616
(Missing)	572

Common Values
Chart

Value	Count	Frequency (%)
False	71105	89.7%
True	7616	9.6%
(Missing)	572	0.7%

Number.of.Engines
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	4118
Missing (%)	5.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.148054539

Minimum	0
Maximum	18
Zeros	1143
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	619.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	18
Range	18
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4538474471
Coefficient of variation (CV)	0.3953187166
Kurtosis	34.95018101
Mean	1.148054539
Median Absolute Deviation (MAD)	0
Skewness	3.091751648
Sum	86305
Variance	0.2059775052
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	63082	79.6%
2	10057	12.7%
0	1143	1.4%
3	477	0.6%
4	415	0.5%
18	1	< 0.1%
(Missing)	4118	5.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1143	1.4%
1	63082	79.6%
2	10057	12.7%
3	477	0.6%
4	415	0.5%
18	1	< 0.1%

Value	Count	Frequency (%)
18	1	< 0.1%
4	415	0.5%
3	477	0.6%
2	10057	12.7%
1	63082	79.6%
0	1143	1.4%

Engine.Type
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	14
Distinct (%)	< 0.1%
Missing	3374
Missing (%)	4.3%
Memory size	619.6 KiB

Reciprocating	64598
Turbo Shaft	3305
Turbo Prop	3042
Turbo Fan	2226
Unknown	2052
Other values (9)	696

Length

Max length	16
Median length	13
Mean length	12.47633662
Min length	4

Characters and Unicode

Total characters	947191
Distinct characters	33
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	Reciprocating
2nd row	Reciprocating
3rd row	Reciprocating
4th row	Reciprocating
5th row	Reciprocating

Common Values

Value	Count	Frequency (%)
Reciprocating	64598	81.5%
Turbo Shaft	3305	4.2%
Turbo Prop	3042	3.8%
Turbo Fan	2226	2.8%
Unknown	2052	2.6%
Turbo Jet	678	0.9%
None	6	< 0.1%
Electric	3	< 0.1%
TF, TJ	3	< 0.1%
REC, TJ, TJ	2	< 0.1%
Other values (4)	4	< 0.1%
(Missing)	3374	4.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
reciprocating	64598	75.8%
turbo	9251	10.9%
shaft	3305	3.9%
prop	3042	3.6%
fan	2226	2.6%
unknown	2052	2.4%
jet	678	0.8%
tj	11	< 0.1%
rec	7	< 0.1%
none	6	< 0.1%
Other values (5)	9	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
c	129203	13.6%
i	129200	13.6%
o	78950	8.3%
r	76895	8.1%
n	72986	7.7%
a	70129	7.4%
t	68585	7.2%
p	67640	7.1%
e	65286	6.9%
R	64606	6.8%
Other values (23)	123711	13.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	852695	90.0%
Uppercase Letter	85216	9.0%
Space Separator	9266	1.0%
Other Punctuation	14	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
c	129203	15.2%
i	129200	15.2%
o	78950	9.3%
r	76895	9.0%
n	72986	8.6%
a	70129	8.2%
t	68585	8.0%
p	67640	7.9%
e	65286	7.7%
g	64598	7.6%
Other values (9)	29223	3.4%

Uppercase Letter

Value	Count	Frequency (%)
R	64606	75.8%
T	9265	10.9%
S	3305	3.9%
P	3042	3.6%
F	2229	2.6%
U	2052	2.4%
J	689	0.8%
E	12	< 0.1%
C	8	< 0.1%
N	6	< 0.1%
Other values (2)	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	9266	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	937911	99.0%
Common	9280	1.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
c	129203	13.8%
i	129200	13.8%
o	78950	8.4%
r	76895	8.2%
n	72986	7.8%
a	70129	7.5%
t	68585	7.3%
p	67640	7.2%
e	65286	7.0%
R	64606	6.9%
Other values (21)	114431	12.2%

Common

Value	Count	Frequency (%)
	9266	99.8%
,	14	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	947191	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
c	129203	13.6%
i	129200	13.6%
o	78950	8.3%
r	76895	8.1%
n	72986	7.7%
a	70129	7.4%
t	68585	7.2%
p	67640	7.1%
e	65286	6.9%
R	64606	6.8%
Other values (23)	123711	13.1%

FAR.Description
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	17
Distinct (%)	0.1%
Missing	56959
Missing (%)	71.8%
Memory size	619.6 KiB

Part 91: General Aviation	17958
Part 137: Agricultural	1104
Non-U.S., Non-Commercial	771
Part 135: Air Taxi & Commuter	763
Part 121: Air Carrier	525
Other values (12)	1213

Length

Max length	33
Median length	25
Mean length	24.4227635
Min length	7

Characters and Unicode

Total characters	545458
Distinct characters	52
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Part 91: General Aviation
2nd row	Part 91: General Aviation
3rd row	Part 91: General Aviation
4th row	Part 91: General Aviation
5th row	Part 91: General Aviation

Common Values

Value	Count	Frequency (%)
Part 91: General Aviation	17958	22.6%
Part 137: Agricultural	1104	1.4%
Non-U.S., Non-Commercial	771	1.0%
Part 135: Air Taxi & Commuter	763	1.0%
Part 121: Air Carrier	525	0.7%
Non-U.S., Commercial	514	0.6%
Part 129: Foreign	194	0.2%
Unknown	181	0.2%
Public Use	179	0.2%
Part 133: Rotorcraft Ext. Load	96	0.1%
Other values (7)	49	0.1%
(Missing)	56959	71.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
part	20670	24.0%
91	17971	20.9%
aviation	17958	20.8%
general	17958	20.8%
air	1288	1.5%
non-u.s	1285	1.5%
agricultural	1104	1.3%
137	1104	1.3%
non-commercial	771	0.9%
taxi	763	0.9%
Other values (34)	5293	6.1%

Most occurring characters

Value	Count	Frequency (%)
	63831	11.7%
a	60524	11.1%
r	46206	8.5%
i	41302	7.6%
t	40839	7.5%
e	38879	7.1%
n	38722	7.1%
o	22746	4.2%
l	21682	4.0%
1	21194	3.9%
Other values (42)	149533	27.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	342025	62.7%
Uppercase Letter	68060	12.5%
Space Separator	63831	11.7%
Decimal Number	44080	8.1%
Other Punctuation	25392	4.7%
Dash Punctuation	2056	0.4%
Math Symbol	14	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	60524	17.7%
r	46206	13.5%
i	41302	12.1%
t	40839	11.9%
e	38879	11.4%
n	38722	11.3%
o	22746	6.7%
l	21682	6.3%
v	17958	5.3%
m	4105	1.2%
Other values (12)	9062	2.6%

Uppercase Letter

Value	Count	Frequency (%)
P	20868	30.7%
A	20369	29.9%
G	17958	26.4%
C	2574	3.8%
N	2056	3.0%
U	1653	2.4%
S	1300	1.9%
T	763	1.1%
F	217	0.3%
R	96	0.1%
Other values (4)	206	0.3%

Decimal Number

Value	Count	Frequency (%)
1	21194	48.1%
9	18166	41.2%
3	2068	4.7%
7	1105	2.5%
5	770	1.7%
2	733	1.7%
0	36	0.1%
6	7	< 0.1%
4	1	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
:	20670	81.4%
.	2667	10.5%
,	1292	5.1%
&	763	3.0%

Space Separator

Value	Count	Frequency (%)
	63831	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2056	100.0%

Math Symbol

Value	Count	Frequency (%)
+	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	410085	75.2%
Common	135373	24.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	60524	14.8%
r	46206	11.3%
i	41302	10.1%
t	40839	10.0%
e	38879	9.5%
n	38722	9.4%
o	22746	5.5%
l	21682	5.3%
P	20868	5.1%
A	20369	5.0%
Other values (26)	57948	14.1%

Common

Value	Count	Frequency (%)
	63831	47.2%
1	21194	15.7%
:	20670	15.3%
9	18166	13.4%
.	2667	2.0%
3	2068	1.5%
-	2056	1.5%
,	1292	1.0%
7	1105	0.8%
5	770	0.6%
Other values (6)	1554	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	545458	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	63831	11.7%
a	60524	11.1%
r	46206	8.5%
i	41302	7.6%
t	40839	7.5%
e	38879	7.1%
n	38722	7.1%
o	22746	4.2%
l	21682	4.0%
1	21194	3.9%
Other values (42)	149533	27.4%

Schedule
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	67792
Missing (%)	85.5%
Memory size	619.6 KiB

UNK	4099
NSCH	3866
SCHD	3536

Length

Max length	4
Median length	4
Mean length	3.643596209
Min length	3

Characters and Unicode

Total characters	41905
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NSCH
2nd row	NSCH
3rd row	SCHD
4th row	SCHD
5th row	NSCH

Common Values

Value	Count	Frequency (%)
UNK	4099	5.2%
NSCH	3866	4.9%
SCHD	3536	4.5%
(Missing)	67792	85.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
unk	4099	35.6%
nsch	3866	33.6%
schd	3536	30.7%

Most occurring characters

Value	Count	Frequency (%)
N	7965	19.0%
S	7402	17.7%
C	7402	17.7%
H	7402	17.7%
U	4099	9.8%
K	4099	9.8%
D	3536	8.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	41905	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	7965	19.0%
S	7402	17.7%
C	7402	17.7%
H	7402	17.7%
U	4099	9.8%
K	4099	9.8%
D	3536	8.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	41905	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	7965	19.0%
S	7402	17.7%
C	7402	17.7%
H	7402	17.7%
U	4099	9.8%
K	4099	9.8%
D	3536	8.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41905	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	7965	19.0%
S	7402	17.7%
C	7402	17.7%
H	7402	17.7%
U	4099	9.8%
K	4099	9.8%
D	3536	8.4%

Purpose.of.Flight
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	22
Distinct (%)	< 0.1%
Missing	3894
Missing (%)	4.9%
Memory size	619.6 KiB

Personal	44550
Instructional	9487
Unknown	6771
Aerial Application	4369
Business	3868
Other values (17)	6354

Length

Max length	25
Median length	8
Mean length	9.543468746
Min length	5

Characters and Unicode

Total characters	719568
Distinct characters	41
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Personal
2nd row	Personal
3rd row	Personal
4th row	Personal
5th row	Personal

Common Values

Value	Count	Frequency (%)
Personal	44550	56.2%
Instructional	9487	12.0%
Unknown	6771	8.5%
Aerial Application	4369	5.5%
Business	3868	4.9%
Positioning	1507	1.9%
Other Work Use	1121	1.4%
Ferry	775	1.0%
Public Aircraft	707	0.9%
Aerial Observation	673	0.8%
Other values (12)	1571	2.0%
(Missing)	3894	4.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
personal	44550	52.6%
instructional	9487	11.2%
unknown	6771	8.0%
aerial	5042	6.0%
application	4369	5.2%
business	3868	4.6%
positioning	1507	1.8%
work	1121	1.3%
use	1121	1.3%
other	1121	1.3%
Other values (21)	5713	6.7%

Most occurring characters

Value	Count	Frequency (%)
n	96182	13.4%
o	71434	9.9%
s	69258	9.6%
r	66872	9.3%
a	66136	9.2%
l	64940	9.0%
e	59618	8.3%
P	46964	6.5%
i	35547	4.9%
t	29431	4.1%
Other values (31)	113186	15.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	624305	86.8%
Uppercase Letter	85131	11.8%
Space Separator	9271	1.3%
Other Punctuation	661	0.1%
Dash Punctuation	200	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	96182	15.4%
o	71434	11.4%
s	69258	11.1%
r	66872	10.7%
a	66136	10.6%
l	64940	10.4%
e	59618	9.5%
i	35547	5.7%
t	29431	4.7%
c	16386	2.6%
Other values (12)	48501	7.8%

Uppercase Letter

Value	Count	Frequency (%)
P	46964	55.2%
A	10475	12.3%
I	9487	11.1%
U	7892	9.3%
B	3949	4.6%
O	1794	2.1%
F	1200	1.4%
W	1121	1.3%
E	598	0.7%
C	515	0.6%
Other values (6)	1136	1.3%

Space Separator

Value	Count	Frequency (%)
	9271	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	200	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	661	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	709436	98.6%
Common	10132	1.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	96182	13.6%
o	71434	10.1%
s	69258	9.8%
r	66872	9.4%
a	66136	9.3%
l	64940	9.2%
e	59618	8.4%
P	46964	6.6%
i	35547	5.0%
t	29431	4.1%
Other values (28)	103054	14.5%

Common

Value	Count	Frequency (%)
	9271	91.5%
/	661	6.5%
-	200	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	719568	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	96182	13.4%
o	71434	9.9%
s	69258	9.6%
r	66872	9.3%
a	66136	9.2%
l	64940	9.0%
e	59618	8.3%
P	46964	6.5%
i	35547	4.9%
t	29431	4.1%
Other values (31)	113186	15.7%

Air.Carrier
Categorical

HIGH CARDINALITY
MISSING

Distinct	2866
Distinct (%)	73.1%
Missing	75375
Missing (%)	95.1%
Memory size	619.6 KiB

UNITED AIRLINES	49
AMERICAN AIRLINES	41
CONTINENTAL AIRLINES	25
DELTA AIR LINES INC	24
SOUTHWEST AIRLINES CO	24
Other values (2861)	3755

Length

Max length	90
Median length	22
Mean length	25.94793262
Min length	3

Characters and Unicode

Total characters	101664
Distinct characters	73
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2456 ?
Unique (%)	62.7%

Sample

1st row	Aerowest Aviation (DBA: Redtail Air)
2nd row	Key Lime Air (DBA: Key Lime Air)
3rd row	SKYWEST AIRLINES INC
4th row	GoJet Airlines, LLC. (DBA: Delta Connection)
5th row	Flight Development, LLC

Common Values

Value	Count	Frequency (%)
UNITED AIRLINES	49	0.1%
AMERICAN AIRLINES	41	0.1%
CONTINENTAL AIRLINES	25	< 0.1%
DELTA AIR LINES INC	24	< 0.1%
SOUTHWEST AIRLINES CO	24	< 0.1%
USAIR	24	< 0.1%
AMERICAN AIRLINES, INC.	22	< 0.1%
CONTINENTAL AIRLINES, INC.	19	< 0.1%
AMERICAN AIRLINES INC	17	< 0.1%
UNITED AIR LINES INC	15	< 0.1%
Other values (2856)	3658	4.6%
(Missing)	75375	95.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
inc	1682	11.2%
dba	1372	9.1%
air	1256	8.4%
airlines	1146	7.6%
aviation	437	2.9%
service	344	2.3%
express	313	2.1%
american	270	1.8%
airways	239	1.6%
united	187	1.2%
Other values (1699)	7784	51.8%

Most occurring characters

Value	Count	Frequency (%)
	11112	10.9%
A	9537	9.4%
I	9107	9.0%
E	6597	6.5%
R	5875	5.8%
N	5873	5.8%
S	4759	4.7%
C	4048	4.0%
L	3497	3.4%
T	3472	3.4%
Other values (63)	37787	37.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	69324	68.2%
Lowercase Letter	14302	14.1%
Space Separator	11112	10.9%
Other Punctuation	3974	3.9%
Open Punctuation	1408	1.4%
Close Punctuation	1407	1.4%
Decimal Number	81	0.1%
Dash Punctuation	56	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	9537	13.8%
I	9107	13.1%
E	6597	9.5%
R	5875	8.5%
N	5873	8.5%
S	4759	6.9%
C	4048	5.8%
L	3497	5.0%
T	3472	5.0%
O	2582	3.7%
Other values (16)	13977	20.2%

Lowercase Letter

Value	Count	Frequency (%)
i	1946	13.6%
e	1612	11.3%
r	1568	11.0%
n	1477	10.3%
a	1220	8.5%
s	1009	7.1%
t	1001	7.0%
l	840	5.9%
o	709	5.0%
c	695	4.9%
Other values (16)	2225	15.6%

Decimal Number

Value	Count	Frequency (%)
0	23	28.4%
2	13	16.0%
4	13	16.0%
6	12	14.8%
5	8	9.9%
1	5	6.2%
7	3	3.7%
8	2	2.5%
3	2	2.5%

Other Punctuation

Value	Count	Frequency (%)
.	1427	35.9%
:	1366	34.4%
,	1080	27.2%
'	57	1.4%
&	25	0.6%
/	19	0.5%

Open Punctuation

Value	Count	Frequency (%)
(	1377	97.8%
[	31	2.2%

Close Punctuation

Value	Count	Frequency (%)
)	1376	97.8%
]	31	2.2%

Space Separator

Value	Count	Frequency (%)
	11112	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	56	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	83626	82.3%
Common	18038	17.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	9537	11.4%
I	9107	10.9%
E	6597	7.9%
R	5875	7.0%
N	5873	7.0%
S	4759	5.7%
C	4048	4.8%
L	3497	4.2%
T	3472	4.2%
O	2582	3.1%
Other values (42)	28279	33.8%

Common

Value	Count	Frequency (%)
	11112	61.6%
.	1427	7.9%
(	1377	7.6%
)	1376	7.6%
:	1366	7.6%
,	1080	6.0%
'	57	0.3%
-	56	0.3%
[	31	0.2%
]	31	0.2%
Other values (11)	125	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	101664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	11112	10.9%
A	9537	9.4%
I	9107	9.0%
E	6597	6.5%
R	5875	5.8%
N	5873	5.8%
S	4759	4.7%
C	4048	4.0%
L	3497	3.4%
T	3472	3.4%
Other values (63)	37787	37.2%

Total.Fatal.Injuries
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct	122
Distinct (%)	0.2%
Missing	23309
Missing (%)	29.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.8146791941

Minimum	0
Maximum	349
Zeros	40092
Zeros (%)	50.6%
Negative	0
Negative (%)	0.0%
Memory size	619.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	349
Range	349
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	6.23370003
Coefficient of variation (CV)	7.651723618
Kurtosis	1082.130068
Mean	0.8146791941
Median Absolute Deviation (MAD)	0
Skewness	29.51903889
Sum	45609
Variance	38.85901607
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	40092	50.6%
1	7847	9.9%
2	4619	5.8%
3	1451	1.8%
4	1012	1.3%
5	311	0.4%
6	196	0.2%
7	83	0.1%
8	65	0.1%
10	42	0.1%
Other values (112)	266	0.3%
(Missing)	23309	29.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	40092	50.6%
1	7847	9.9%
2	4619	5.8%
3	1451	1.8%
4	1012	1.3%
5	311	0.4%
6	196	0.2%
7	83	0.1%
8	65	0.1%
9	36	< 0.1%

Value	Count	Frequency (%)
349	2	< 0.1%
295	1	< 0.1%
270	1	< 0.1%
265	1	< 0.1%
256	1	< 0.1%
239	1	< 0.1%
230	1	< 0.1%
229	1	< 0.1%
228	2	< 0.1%
224	1	< 0.1%

Total.Serious.Injuries
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct	40
Distinct (%)	0.1%
Missing	25551
Missing (%)	32.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.3177031

Minimum	0
Maximum	111
Zeros	42660
Zeros (%)	53.8%
Negative	0
Negative (%)	0.0%
Memory size	619.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	111
Range	111
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.372924237
Coefficient of variation (CV)	4.321406485
Kurtosis	2213.530689
Mean	0.3177031
Median Absolute Deviation (MAD)	0
Skewness	37.45361961
Sum	17074
Variance	1.884920959
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	42660	53.8%
1	8016	10.1%
2	2177	2.7%
3	502	0.6%
4	205	0.3%
5	65	0.1%
6	25	< 0.1%
7	22	< 0.1%
8	7	< 0.1%
9	7	< 0.1%
Other values (30)	56	0.1%
(Missing)	25551	32.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	42660	53.8%
1	8016	10.1%
2	2177	2.7%
3	502	0.6%
4	205	0.3%
5	65	0.1%
6	25	< 0.1%
7	22	< 0.1%
8	7	< 0.1%
9	7	< 0.1%

Value	Count	Frequency (%)
111	1	< 0.1%
106	1	< 0.1%
81	1	< 0.1%
66	1	< 0.1%
60	1	< 0.1%
59	2	< 0.1%
55	1	< 0.1%
50	3	< 0.1%
47	1	< 0.1%
45	1	< 0.1%

Total.Minor.Injuries
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct	62
Distinct (%)	0.1%
Missing	24460
Missing (%)	30.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.5025805628

Minimum	0
Maximum	380
Zeros	40064
Zeros (%)	50.5%
Negative	0
Negative (%)	0.0%
Memory size	619.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	380
Range	380
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.781994444
Coefficient of variation (CV)	5.53541989
Kurtosis	7360.610457
Mean	0.5025805628
Median Absolute Deviation (MAD)	0
Skewness	66.84890696
Sum	27558
Variance	7.739493085
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	40064	50.5%
1	9519	12.0%
2	3575	4.5%
3	799	1.0%
4	389	0.5%
5	136	0.2%
6	72	0.1%
7	58	0.1%
9	28	< 0.1%
8	23	< 0.1%
Other values (52)	170	0.2%
(Missing)	24460	30.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	40064	50.5%
1	9519	12.0%
2	3575	4.5%
3	799	1.0%
4	389	0.5%
5	136	0.2%
6	72	0.1%
7	58	0.1%
8	23	< 0.1%
9	28	< 0.1%

Value	Count	Frequency (%)
380	1	< 0.1%
200	1	< 0.1%
171	1	< 0.1%
137	1	< 0.1%
125	1	< 0.1%
96	1	< 0.1%
88	1	< 0.1%
84	1	< 0.1%
71	1	< 0.1%
69	1	< 0.1%

Total.Uninjured
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct	364
Distinct (%)	0.5%
Missing	12344
Missing (%)	15.6%
Infinite	0
Infinite (%)	0.0%
Mean	5.790885599

Minimum	0
Maximum	699
Zeros	19126
Zeros (%)	24.1%
Negative	0
Negative (%)	0.0%
Memory size	619.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	6
Maximum	699
Range	699
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	29.22301628
Coefficient of variation (CV)	5.046381211
Kurtosis	101.5231507
Mean	5.790885599
Median Absolute Deviation (MAD)	1
Skewness	8.950895422
Sum	387694
Variance	853.9846806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	22583	28.5%
0	19126	24.1%
2	14316	18.1%
3	3949	5.0%
4	2508	3.2%
5	817	1.0%
6	449	0.6%
7	253	0.3%
8	141	0.2%
9	111	0.1%
Other values (354)	2696	3.4%
(Missing)	12344	15.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	19126	24.1%
1	22583	28.5%
2	14316	18.1%
3	3949	5.0%
4	2508	3.2%
5	817	1.0%
6	449	0.6%
7	253	0.3%
8	141	0.2%
9	111	0.1%

Value	Count	Frequency (%)
699	2	< 0.1%
588	2	< 0.1%
576	2	< 0.1%
573	2	< 0.1%
558	1	< 0.1%
528	2	< 0.1%
507	1	< 0.1%
501	2	< 0.1%
495	2	< 0.1%
461	2	< 0.1%

Weather.Condition
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	2157
Missing (%)	2.7%
Memory size	619.6 KiB

VMC	70507
IMC	5660
UNK	969

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	231408
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	VMC
2nd row	VMC
3rd row	VMC
4th row	VMC
5th row	VMC

Common Values

Value	Count	Frequency (%)
VMC	70507	88.9%
IMC	5660	7.1%
UNK	969	1.2%
(Missing)	2157	2.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
vmc	70507	91.4%
imc	5660	7.3%
unk	969	1.3%

Most occurring characters

Value	Count	Frequency (%)
M	76167	32.9%
C	76167	32.9%
V	70507	30.5%
I	5660	2.4%
U	969	0.4%
N	969	0.4%
K	969	0.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	231408	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	76167	32.9%
C	76167	32.9%
V	70507	30.5%
I	5660	2.4%
U	969	0.4%
N	969	0.4%
K	969	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	231408	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	76167	32.9%
C	76167	32.9%
V	70507	30.5%
I	5660	2.4%
U	969	0.4%
N	969	0.4%
K	969	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	231408	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	76167	32.9%
C	76167	32.9%
V	70507	30.5%
I	5660	2.4%
U	969	0.4%
N	969	0.4%
K	969	0.4%

Broad.Phase.of.Flight
Categorical

HIGH CORRELATION
MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	6054
Missing (%)	7.6%
Memory size	619.6 KiB

LANDING	19209
TAKEOFF	15284
CRUISE	10749
MANEUVERING	9818
APPROACH	7720
Other values (7)	10459

Length

Max length	11
Median length	7
Mean length	7.393779271
Min length	4

Characters and Unicode

Total characters	541513
Distinct characters	23
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CRUISE
2nd row	LANDING
3rd row	TAKEOFF
4th row	TAKEOFF
5th row	DESCENT

Common Values

Value	Count	Frequency (%)
LANDING	19209	24.2%
TAKEOFF	15284	19.3%
CRUISE	10749	13.6%
MANEUVERING	9818	12.4%
APPROACH	7720	9.7%
TAXI	2322	2.9%
CLIMB	2279	2.9%
DESCENT	2202	2.8%
GO-AROUND	1608	2.0%
STANDING	1219	1.5%
Other values (2)	829	1.0%
(Missing)	6054	7.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
landing	19209	26.2%
takeoff	15284	20.9%
cruise	10749	14.7%
maneuvering	9818	13.4%
approach	7720	10.5%
taxi	2322	3.2%
climb	2279	3.1%
descent	2202	3.0%
go-around	1608	2.2%
standing	1219	1.7%
Other values (2)	829	1.1%

Most occurring characters

Value	Count	Frequency (%)
N	66318	12.2%
A	64900	12.0%
E	50230	9.3%
I	45596	8.4%
G	31854	5.9%
F	30568	5.6%
R	30052	5.5%
O	27049	5.0%
D	24238	4.5%
C	22950	4.2%
Other values (13)	147758	27.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	539905	99.7%
Dash Punctuation	1608	0.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	66318	12.3%
A	64900	12.0%
E	50230	9.3%
I	45596	8.4%
G	31854	5.9%
F	30568	5.7%
R	30052	5.6%
O	27049	5.0%
D	24238	4.5%
C	22950	4.3%
Other values (12)	146150	27.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1608	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	539905	99.7%
Common	1608	0.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	66318	12.3%
A	64900	12.0%
E	50230	9.3%
I	45596	8.4%
G	31854	5.9%
F	30568	5.7%
R	30052	5.6%
O	27049	5.0%
D	24238	4.5%
C	22950	4.3%
Other values (12)	146150	27.1%

Common

Value	Count	Frequency (%)
-	1608	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	541513	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	66318	12.2%
A	64900	12.0%
E	50230	9.3%
I	45596	8.4%
G	31854	5.9%
F	30568	5.6%
R	30052	5.5%
O	27049	5.0%
D	24238	4.5%
C	22950	4.2%
Other values (13)	147758	27.3%

Report.Status
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	619.6 KiB

Probable Cause	73923
Foreign	3966
Preliminary	1090
Factual	314

Length

Max length	14
Median length	14
Mean length	13.58092139
Min length	7

Characters and Unicode

Total characters	1076872
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Preliminary
2nd row	Preliminary
3rd row	Preliminary
4th row	Preliminary
5th row	Preliminary

Common Values

Value	Count	Frequency (%)
Probable Cause	73923	93.2%
Foreign	3966	5.0%
Preliminary	1090	1.4%
Factual	314	0.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
probable	73923	48.2%
cause	73923	48.2%
foreign	3966	2.6%
preliminary	1090	0.7%
factual	314	0.2%

Most occurring characters

Value	Count	Frequency (%)
e	152902	14.2%
a	149564	13.9%
b	147846	13.7%
r	80069	7.4%
o	77889	7.2%
l	75327	7.0%
P	75013	7.0%
u	74237	6.9%
	73923	6.9%
C	73923	6.9%
Other values (9)	96179	8.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	849733	78.9%
Uppercase Letter	153216	14.2%
Space Separator	73923	6.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	152902	18.0%
a	149564	17.6%
b	147846	17.4%
r	80069	9.4%
o	77889	9.2%
l	75327	8.9%
u	74237	8.7%
s	73923	8.7%
i	6146	0.7%
n	5056	0.6%
Other values (5)	6774	0.8%

Uppercase Letter

Value	Count	Frequency (%)
P	75013	49.0%
C	73923	48.2%
F	4280	2.8%

Space Separator

Value	Count	Frequency (%)
	73923	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1002949	93.1%
Common	73923	6.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	152902	15.2%
a	149564	14.9%
b	147846	14.7%
r	80069	8.0%
o	77889	7.8%
l	75327	7.5%
P	75013	7.5%
u	74237	7.4%
C	73923	7.4%
s	73923	7.4%
Other values (8)	22256	2.2%

Common

Value	Count	Frequency (%)
	73923	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1076872	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	152902	14.2%
a	149564	13.9%
b	147846	13.7%
r	80069	7.4%
o	77889	7.2%
l	75327	7.0%
P	75013	7.0%
u	74237	6.9%
	73923	6.9%
C	73923	6.9%
Other values (9)	96179	8.9%

Publication.Date
Categorical

HIGH CARDINALITY
MISSING

Distinct	3591
Distinct (%)	5.5%
Missing	13474
Missing (%)	17.0%
Memory size	619.6 KiB

31/03/1993	452
25/11/2003	396
15/02/2001	376
13/09/2005	325
14/09/1993	312
Other values (3586)	63958

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	658190
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1354 ?
Unique (%)	2.1%

Sample

1st row	05/01/2017
2nd row	05/01/2017
3rd row	03/01/2017
4th row	29/12/2016
5th row	05/01/2017

Common Values

Value	Count	Frequency (%)
31/03/1993	452	0.6%
25/11/2003	396	0.5%
15/02/2001	376	0.5%
13/09/2005	325	0.4%
14/09/1993	312	0.4%
09/11/1992	282	0.4%
02/03/2001	277	0.3%
27/10/2005	276	0.3%
16/02/2001	269	0.3%
14/12/1992	266	0.3%
Other values (3581)	62588	78.9%
(Missing)	13474	17.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
31/03/1993	452	0.7%
25/11/2003	396	0.6%
15/02/2001	376	0.6%
13/09/2005	325	0.5%
14/09/1993	312	0.5%
09/11/1992	282	0.4%
02/03/2001	277	0.4%
27/10/2005	276	0.4%
16/02/2001	269	0.4%
14/12/1992	266	0.4%
Other values (3581)	62588	95.1%

Most occurring characters

Value	Count	Frequency (%)
0	142889	21.7%
/	131638	20.0%
1	101455	15.4%
2	81522	12.4%
9	71924	10.9%
3	32572	4.9%
8	27181	4.1%
5	19488	3.0%
6	18369	2.8%
4	17042	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	526552	80.0%
Other Punctuation	131638	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	142889	27.1%
1	101455	19.3%
2	81522	15.5%
9	71924	13.7%
3	32572	6.2%
8	27181	5.2%
5	19488	3.7%
6	18369	3.5%
4	17042	3.2%
7	14110	2.7%

Other Punctuation

Value	Count	Frequency (%)
/	131638	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	658190	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	142889	21.7%
/	131638	20.0%
1	101455	15.4%
2	81522	12.4%
9	71924	10.9%
3	32572	4.9%
8	27181	4.1%
5	19488	3.0%
6	18369	2.8%
4	17042	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	658190	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	142889	21.7%
/	131638	20.0%
1	101455	15.4%
2	81522	12.4%
9	71924	10.9%
3	32572	4.9%
8	27181	4.1%
5	19488	3.0%
6	18369	2.8%
4	17042	2.6%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	Event.Id	Investigation.Type	Accident.Number	Event.Date	Location	Country	Latitude	Longitude	Airport.Code	Airport.Name	Injury.Severity	Aircraft.Damage	Aircraft.Category	Registration.Number	Make	Model	Amateur.Built	Number.of.Engines	Engine.Type	FAR.Description	Schedule	Purpose.of.Flight	Air.Carrier	Total.Fatal.Injuries	Total.Serious.Injuries	Total.Minor.Injuries	Total.Uninjured	Weather.Condition	Broad.Phase.of.Flight	Report.Status	Publication.Date
0	20170103X43747	Accident	WPR17LA046	2017-01-03	Paradise, MT	United States	NaN	NaN	NaN	NaN	Non-Fatal	Substantial	Airplane	N710XP	SOFTEX INVEST LLC	V-24L	Yes	NaN	Reciprocating	Part 91: General Aviation	NaN	Personal	NaN	NaN	2.0	NaN	NaN	VMC	CRUISE	Preliminary	05/01/2017
1	20161230X55950	Accident	WPR17FA044	2016-12-29	Dabob, WA	United States	47.823611	-122.790000	NaN	NaN	Fatal(4)	Substantial	Airplane	N52388	CESSNA	182	No	1.0	Reciprocating	Part 91: General Aviation	NaN	Personal	NaN	4.0	NaN	NaN	NaN	VMC	NaN	Preliminary	05/01/2017
2	20161229X93022	Accident	CEN17LA062	2016-12-27	Piedmont, MO	United States	NaN	NaN	NaN	NaN	Non-Fatal	Substantial	Airplane	N5499Z	PIPER	PA22	No	1.0	Reciprocating	Part 91: General Aviation	NaN	Personal	NaN	NaN	NaN	NaN	1.0	VMC	LANDING	Preliminary	03/01/2017
3	20161227X80237	Accident	CEN17LA061	2016-12-27	Farmington, MO	United States	37.761111	-90.428611	FAM	FARMINGTON RGNL	Non-Fatal	Substantial	Airplane	N918KS	MEAD	RV 8A	Yes	NaN	NaN	Part 91: General Aviation	NaN	Personal	NaN	NaN	NaN	1.0	1.0	VMC	TAKEOFF	Preliminary	29/12/2016
4	20161226X80840	Accident	WPR17FA041	2016-12-26	Fresno, CA	United States	36.844444	-119.870834	E79	Sierra Sky Park	Fatal(2)	Destroyed	Airplane	N176PA	PETRUS DAVID WAYNE	S90	Yes	NaN	Reciprocating	Part 91: General Aviation	NaN	Personal	NaN	2.0	NaN	NaN	NaN	VMC	TAKEOFF	Preliminary	05/01/2017
5	20161227X03229	Accident	ERA17FA073	2016-12-26	Gatlinburg, TN	United States	35.651944	-83.458333	GKT	GATLINBURG-PIGEON FORGE	Fatal(3)	Destroyed	Airplane	N1839X	CESSNA	182	No	1.0	Reciprocating	Part 91: General Aviation	NaN	Personal	NaN	3.0	NaN	NaN	NaN	IMC	DESCENT	Preliminary	03/01/2017
6	20161223X22808	Accident	ERA17FA072	2016-12-23	Middlebury, VT	United States	43.981389	-73.094444	6B0	MIDDLEBURY STATE	Fatal(1)	Substantial	Airplane	N31202	PIPER	PA28	No	1.0	Reciprocating	Part 91: General Aviation	NaN	Personal	NaN	1.0	NaN	NaN	NaN	VMC	TAKEOFF	Preliminary	04/01/2017
7	20161221X11609	Incident	ENG17WA007	2016-12-21	Toronto, Canada	Canada	NaN	NaN	NaN	NaN	Incident	NaN	Airplane	NaN	BOEING	767	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	224.0	NaN	TAKEOFF	Foreign	NaN
8	20161222X21701	Accident	CEN17LA060	2016-12-21	Millersburg, OH	United States	40.536666	81.955833	10G	Holmes County	Non-Fatal	Substantial	Airplane	N8381T	CESSNA	175C	No	1.0	Reciprocating	Part 91: General Aviation	NaN	Personal	NaN	NaN	NaN	1.0	1.0	VMC	APPROACH	Preliminary	27/12/2016
9	20161220X20645	Accident	CEN17LA058	2016-12-18	Blaine, MN	United States	45.195555	-93.162778	NaN	NaN	Non-Fatal	Substantial	Airplane	N4204B	BELLANCA	17 30A	No	1.0	Reciprocating	Part 91: General Aviation	NaN	Personal	NaN	NaN	NaN	NaN	1.0	VMC	NaN	Preliminary	05/01/2017

Last rows

	Event.Id	Investigation.Type	Accident.Number	Event.Date	Location	Country	Latitude	Longitude	Airport.Code	Airport.Name	Injury.Severity	Aircraft.Damage	Aircraft.Category	Registration.Number	Make	Model	Amateur.Built	Number.of.Engines	Engine.Type	FAR.Description	Schedule	Purpose.of.Flight	Air.Carrier	Total.Fatal.Injuries	Total.Serious.Injuries	Total.Minor.Injuries	Total.Uninjured	Weather.Condition	Broad.Phase.of.Flight	Report.Status	Publication.Date
79283	20020909X01561	Accident	NYC82DA015	1982-01-01	EAST HANOVER, NJ	United States	NaN	NaN	N58	HANOVER	Non-Fatal	Substantial	Airplane	N7967Q	CESSNA	401B	No	2.0	Reciprocating	Part 91: General Aviation	NaN	Business	NaN	0.0	0.0	0.0	2.0	IMC	LANDING	Probable Cause	01/01/1982
79284	20020909X01560	Accident	MIA82DA029	1982-01-01	JACKSONVILLE, FL	United States	NaN	NaN	JAX	JACKSONVILLE INTL	Non-Fatal	Substantial	NaN	N3906K	NORTH AMERICAN	NAVION L-17B	No	1.0	Reciprocating	NaN	NaN	Personal	NaN	0.0	0.0	3.0	0.0	IMC	CRUISE	Probable Cause	01/01/1982
79285	20020909X01559	Accident	FTW82DA034	1982-01-01	HOBBS, NM	United States	NaN	NaN	NaN	NaN	Non-Fatal	Substantial	NaN	N44832	PIPER	PA-28-161	No	1.0	Reciprocating	NaN	NaN	Personal	NaN	0.0	0.0	0.0	1.0	VMC	APPROACH	Probable Cause	01/01/1982
79286	20020909X01558	Accident	ATL82DKJ10	1982-01-01	TUSKEGEE, AL	United States	NaN	NaN	NaN	TUSKEGEE	Non-Fatal	Substantial	NaN	N4275S	BEECH	V35B	No	1.0	Reciprocating	NaN	NaN	Personal	NaN	0.0	0.0	0.0	1.0	VMC	LANDING	Probable Cause	01/01/1982
79287	20001218X45446	Accident	CHI81LA106	1981-08-01	COTTON, MN	United States	NaN	NaN	NaN	NaN	Fatal(4)	Destroyed	NaN	N4988E	CESSNA	180	No	1.0	Reciprocating	NaN	NaN	Personal	NaN	4.0	0.0	0.0	0.0	IMC	UNKNOWN	Probable Cause	06/11/2001
79288	20041105X01764	Accident	CHI79FA064	1979-08-02	Canton, OH	United States	NaN	NaN	NaN	NaN	Fatal(1)	Destroyed	NaN	N15NY	Cessna	501	No	NaN	NaN	NaN	NaN	Personal	NaN	1.0	2.0	NaN	NaN	VMC	APPROACH	Probable Cause	16/04/1980
79289	20001218X45448	Accident	LAX96LA321	1977-06-19	EUREKA, CA	United States	NaN	NaN	NaN	NaN	Fatal(2)	Destroyed	NaN	N1168J	Rockwell	112	No	1.0	Reciprocating	NaN	NaN	Personal	NaN	2.0	0.0	0.0	0.0	IMC	CRUISE	Probable Cause	12/09/2000
79290	20061025X01555	Accident	NYC07LA005	1974-08-30	Saltville, VA	United States	36.922223	-81.878056	NaN	NaN	Fatal(3)	Destroyed	NaN	N5142R	Cessna	172M	No	1.0	Reciprocating	NaN	NaN	Personal	NaN	3.0	NaN	NaN	NaN	IMC	CRUISE	Probable Cause	26/02/2007
79291	20001218X45447	Accident	LAX94LA336	1962-07-19	BRIDGEPORT, CA	United States	NaN	NaN	NaN	NaN	Fatal(4)	Destroyed	NaN	N5069P	PIPER	PA24-180	No	1.0	Reciprocating	NaN	NaN	Personal	NaN	4.0	0.0	0.0	0.0	UNK	UNKNOWN	Probable Cause	19/09/1996
79292	20001218X45444	Accident	SEA87LA080	1948-10-24	MOOSE CREEK, ID	United States	NaN	NaN	NaN	NaN	Fatal(2)	Destroyed	NaN	NC6404	STINSON	108-3	No	1.0	Reciprocating	NaN	NaN	Personal	NaN	2.0	0.0	0.0	0.0	UNK	CRUISE	Probable Cause	NaN

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Control

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Format

Modifier Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks